Reduce AI System Complexity | Unified Control and Cost Management

Your AI workload sprawl is getting out-of-hand.

Prediction Guard allows you to consolidate otherwise disparate, uncontrolled AI models and tools into a unified AI system. Centrally manage access, throughput settings, monitoring, and policy application.

⚠ Uncontrolled AI Sprawl · Fragmented

GPT-5

Llama 3

Qwen 3.5

Mistral

Claude

Custom

No central control · No unified policy · No monitoring

Prediction Guard

Unified AI Control Plane · All models managed

ACTIVE

✓ Centrally Managed · Unified Control

● Access control

● Throughput mgmt

● Policy applied

● Monitoring

Disparate AI tools consolidated into

1 system

Token and per-seat costs are inflating budgets.

Prediction Guard is a fixed price software solution that you control. Connect AI cloud endpoints and self-hosted models, create your own API keys, and configure corresponding rate limits, quota, and expiries.

Cost Control Dashboard

API Keys · Rate Limits · Quotas · Expiries

FIXED PRICE

Monthly spend comparison

Token billing (unpredictable)

$47K–$80K

Prediction Guard (fixed)

Predictable ✓

API Key Configuration

Key

Rate Limit

Quota

Expiry

team-prod

500 rpm

1M / mo

90d

team-dev

100 rpm

100K / mo

30d

partner-a

50 rpm

50K / mo

60d

Connect cloud endpoints + self-hosted models

✓ Supported

Budget predictability

100%

You need 10+ services for NIST/OWASP AI alignment.

Prediction Guard allows you to achieve the functionality of central AI gateways, proactive model scanning, continuous AI security event monitoring, and policy application in a single infrastructure agnostic solution.

NIST / OWASP AI Alignment · Coverage

Without PG

10+

separate services

↳ AI Gateway

↳ Model Scanner

↳ Security Monitor

↳ Policy Engine

↳ PII Detector

↳ Audit Logger

↳ + more...

→

With PG

unified solution

✓ AI Gateway

✓ Model Scanning

✓ Sec. Monitoring

✓ Policy Engine

✓ PII Detection

✓ Audit Logging

✓ All controls

Frameworks covered · infrastructure agnostic

NIST AI RMF

Risk Mgmt

OWASP LLM

LLM Top 10

NIST CSF

Cybersec

Services consolidated

10+ → 1

infra-agnostic

One control plane. Every AI workload.

AI Models & Tools

Cloud APIs

Azure OpenAI · AWS Bedrock · Gemini

Self-Hosted Models

Llama · Qwen · Custom/ Proprietary

RAG Utilities

Embeddings · Document Processing

MCP Tool Servers

Registered system integrations

Agent Builders

Sandboxed agent runtimes

♜

Prediction Guard

AI Control Plane

⚡Access, rate limiting, quotas

🔒Sovereign data boundaries

📋System audit logs

🛡️Monitoring, AI security events

♻️Governance policy enforcement

Air-gapped, On-prem, or Cloud

FOR platform engineers

Visibility

SIEM and Monitoring Integrations

Send AI events to DataDog, Splunk, etc.

Control

Centralized Policy Enforcement

Trigger, safeguards, rate limits, prompt blocking, etc.

Optionality

Deployment in any environment

Utilize on-prem, hybrid, air-gapped, or cloud infra

Audit & Rollback

Full history of AI system changes

Track all system updates and rollback

100% Of data is analyzed before leaving your trust boundary

1 API Unifies access to all AI assets with an industry standard specification

☸ k8s Native deployment ensures seamless deployment across environments

Reduce AI System Complexity by 90%.

Your AI workload sprawl is getting out-of-hand.

Token and per-seat costs are inflating budgets.

You need 10+ services for NIST/OWASP AI alignment.

One control plane. Every AI workload.

READY TO TALK?

Reach out for a demo!